iScience,
Journal Year:
2024,
Volume and Issue:
27(9), P. 110753 - 110753
Published: Aug. 23, 2024
Highlights•The
direct
and
indirect
pathways
have
antagonistic
effects
on
perceptual
decisions•Direct
pathway
stimulation
increases
neuronal
activity
in
the
dorsal
cortex•The
striatum
influences
cortical
representations
of
working
memoriesSummaryThe
striatum,
main
input
nucleus
basal
ganglia,
receives
topographically
organized
from
cortex
gives
rise
to
output
pathways,
which
ganglia
directed
cortex.
We
optogenetically
stimulated
a
visual
memory
task
mice
that
responded
by
licking.
Unilateral
increased
probability
lick
responses
toward
contralateral,
non-stimulated
side
globally.
In
contrast,
decreased
hemisphere.
Moreover,
enhanced
neural
representation
contralateral
stimulus
during
delay
task,
whereas
had
opposite
effect.
Our
results
demonstrate
how
these
two
influence
decisions
modify
cortex.Graphical
abstract
Cell,
Journal Year:
2024,
Volume and Issue:
187(3), P. 676 - 691.e16
Published: Feb. 1, 2024
Behavior
relies
on
activity
in
structured
neural
circuits
that
are
distributed
across
the
brain,
but
most
experiments
probe
neurons
a
single
area
at
time.
Using
multiple
Neuropixels
probes,
we
recorded
from
multi-regional
loops
connected
to
anterior
lateral
motor
cortex
(ALM),
circuit
node
mediating
memory-guided
directional
licking.
Neurons
encoding
sensory
stimuli,
choices,
and
actions
were
brain.
However,
choice
coding
was
concentrated
ALM
subcortical
areas
receiving
input
an
ALM-dependent
manner.
Diverse
orofacial
movements
encoded
hindbrain;
midbrain;
and,
lesser
extent,
forebrain.
Choice
signals
first
detected
midbrain,
followed
by
thalamus
other
brain
areas.
At
movement
initiation,
choice-selective
collapsed
new
patterns
driving
specific
actions.
Our
provide
foundation
for
models
of
decision-making
initiation.
Brain Research Bulletin,
Journal Year:
2025,
Volume and Issue:
221, P. 111199 - 111199
Published: Jan. 7, 2025
The
methodology
of
machine
learning
with
multi-omics
data
has
been
widely
adopted
in
the
discriminative
analyses
schizophrenia,
but
most
these
studies
ignored
cooperative
interactions
and
topological
attributes
networks.
In
this
study,
we
constructed
three
types
brain
graphs
(BGs),
gut
(GGs),
nine
brain-gut
combined
(BGCGs)
for
each
individual.
We
proposed
a
novel
graph
convolutional
network
(MO-GCN)
an
attention
mechanism
to
construct
classification
model
by
integrating
all
BGCGs.
also
identified
important
features
using
Topk
pooling
layer
analyzed
their
correlations
Positive
Negative
Syndrome
Scale
(PANSS)
MATRICS
Consensus
Cognitive
Battery
(MCCB)
scores.
results
showed
that
MO-GCN
BGCGs
outperformed
GCN
models
either
BGs
or
GGs.
particular,
accuracy
best
5-fold
cross-validation
reached
84.0%.
Interpretability
analysis
revealed
top
10
were
primarily
from
hippocampus,
olfactory,
fusiform
pallidum,
which
involved
systems
memory,
emotion.
Dorea,
Ruminococcus,
Subdoligranulum
Clostridium,
etc.
Moreover,
significantly
correlated
PANSS
MCCB
scores,
respectively.
conclusion,
can
effectively
improve
performance
provide
potential
microbiota-brain
perspective
understanding
schizophrenia.
Annual Review of Neuroscience,
Journal Year:
2022,
Volume and Issue:
45(1), P. 249 - 271
Published: March 22, 2022
The
brain
plans
and
executes
volitional
movements.
underlying
patterns
of
neural
population
activity
have
been
explored
in
the
context
movements
eyes,
limbs,
tongue,
head
nonhuman
primates
rodents.
How
do
networks
neurons
produce
slow
dynamics
that
prepare
specific
fast
ultimately
initiate
these
movements?
Recent
work
exploits
rapid
calibrated
perturbations
to
test
dynamical
systems
models
are
capable
producing
observed
activity.
These
joint
experimental
computational
studies
show
cortical
during
motor
planning
reflect
fixed
points
(attractors).
Subcortical
control
signals
reshape
move
attractors
over
multiple
timescales,
causing
commitment
actions
transitions
movement
execution.
Experiments
rodents
beginning
reveal
how
algorithms
implemented
at
level
brain-wide
circuits.
Nature Neuroscience,
Journal Year:
2022,
Volume and Issue:
25(10), P. 1339 - 1352
Published: Sept. 28, 2022
Neurons
in
frontal
cortex
exhibit
diverse
selectivity
representing
sensory,
motor
and
cognitive
variables
during
decision-making.
The
neural
circuit
basis
for
this
complex
remains
unclear.
We
examined
activity
mediating
a
tactile
decision
mouse
anterior
lateral
relation
to
the
underlying
circuits.
Contrary
notion
of
randomly
mixed
selectivity,
an
analysis
20,000
neurons
revealed
organized
coding
behavior.
Individual
exhibited
prototypical
response
profiles
that
were
repeatable
across
mice.
Stimulus,
choice
action
coded
nonrandomly
by
distinct
neuronal
populations
could
be
delineated
their
profiles.
related
long-range
inputs
from
somatosensory
cortex,
contralateral
thalamus.
Each
input
connects
all
functional
but
with
differing
strength.
Task
was
more
strongly
dependent
on
thalamic
than
cortico-cortical
inputs.
Our
results
suggest
thalamus
drives
subnetworks
within
features
Recent
advances
in
connectomics
and
neurophysiology
make
it
possible
to
probe
whole-brain
mechanisms
of
cognition
behavior.
We
developed
a
large-scale
model
the
multiregional
mouse
brain
for
cardinal
cognitive
function
called
working
memory,
brain’s
ability
internally
hold
process
information
without
sensory
input.
The
is
built
on
mesoscopic
connectome
data
interareal
cortical
connections
endowed
with
macroscopic
gradient
measured
parvalbumin-expressing
interneuron
density.
found
that
memory
coding
distributed
yet
exhibits
modularity;
spatial
pattern
mnemonic
representation
determined
by
long-range
cell
type-specific
targeting
density
classes.
Cell
graph
measures
predict
activity
patterns
core
subnetwork
maintenance.
shows
numerous
attractor
states,
which
are
self-sustained
internal
states
(each
engaging
distinct
subset
areas).
This
work
provides
framework
interpret
recordings
during
cognition,
while
highlighting
need
connectomics.
Nature Communications,
Journal Year:
2023,
Volume and Issue:
14(1)
Published: Nov. 14, 2023
Abstract
Action
selection
occurs
through
competition
between
potential
choice
options.
Neural
correlates
of
are
observed
across
frontal
cortex
and
downstream
superior
colliculus
(SC)
during
decision-making,
yet
how
these
regions
interact
to
mediate
remains
unresolved.
Here
we
report
that
SC
can
bidirectionally
modulate
drive
activity
in
cortex.
In
the
mouse,
topographically
matched
formed
a
descending
motor
pathway
for
directional
licking
re-entrant
loop
via
thalamus.
During
distinct
neuronal
populations
both
encoded
opposing
lick
directions
exhibited
competitive
interactions.
GABAergic
neurons
ipsilateral
locally
inhibited
glutamatergic
contralateral
choice.
Activating
or
suppressing
cell
types
could
These
results
thus
identify
as
major
locus
within
broader
action
network.
CNS Neuroscience & Therapeutics,
Journal Year:
2023,
Volume and Issue:
29(12), P. 4147 - 4159
Published: July 9, 2023
Abstract
Objective
The
lateral
periaqueductal
gray
(LPAG),
which
mainly
contains
glutamatergic
neurons,
plays
an
important
role
in
social
responses,
pain,
and
offensive
defensive
behaviors.
Currently,
the
whole‐brain
monosynaptic
inputs
to
LPAG
neurons
are
unknown.
This
study
aims
explore
structural
framework
of
underlying
neural
mechanisms
neurons.
Methods
used
retrograde
tracing
systems
based
on
rabies
virus,
Cre‐LoxP
technology,
immunofluorescence
analysis.
Results
We
found
that
59
nuclei
projected
In
addition,
seven
hypothalamic
nuclei,
namely
area
(LH),
preoptic
(LPO),
substantia
innominata
(SI),
medial
area,
ventral
pallidum,
posterior
globus
pallidus,
most
densely
Notably,
we
discovered
through
further
analysis
were
colocalized
with
several
markers
related
neurological
functions
associated
physiological
Conclusion
received
dense
projections
from
hypothalamus,
especially
such
as
LH,
LPO,
SI.
input
behaviors,
show
pivotal
behaviors
regulation
by
LPAG.